BELOW ARE INSTRUCTIONS FOR HOW TO COMPLETE THE ASSIGNMENT; MAKE SURE THAT YOU DELETE ALL OF THE COMMENTS IN ALL CAPS (AS WELL AS THIS COMMENT), BEFORE SUBMITTING

THIS FIRST CHUNK SHOULD LOAD ALL OF THE PACKAGES (I THINK YOU WILL NOT NEED TO CHANGE THIS)

THE SECOND CHUNK SHOULD LOAD THE DATASET AND PRODUCE ANY FILTERED DATASETS THAT YOU NEED IN THE REST OF THE REPORT

##   [1] "none"                                          
##   [2] "Montgomery, AL"                                
##   [3] "Decatur, AL"                                   
##   [4] "Columbus, GA-AL"                               
##   [5] "Birmingham-Hoover, AL"                         
##   [6] "Talladega-Sylacauga, AL"                       
##   [7] "Tuscaloosa, AL"                                
##   [8] "Daphne-Fairhope-Foley, AL"                     
##   [9] "Anniston-Oxford-Jacksonville, AL"              
##  [10] "Valley, AL"                                    
##  [11] "Enterprise, AL"                                
##  [12] "Florence-Muscle Shoals, AL"                    
##  [13] "Cullman, AL"                                   
##  [14] "Ozark, AL"                                     
##  [15] "Atmore, AL"                                    
##  [16] "Gadsden, AL"                                   
##  [17] "Dothan, AL"                                    
##  [18] "Scottsboro, AL"                                
##  [19] "Auburn-Opelika, AL"                            
##  [20] "Huntsville, AL"                                
##  [21] "Albertville, AL"                               
##  [22] "Mobile, AL"                                    
##  [23] "Selma, AL"                                     
##  [24] "Eufaula, AL-GA"                                
##  [25] "Fort Payne, AL"                                
##  [26] "Troy, AL"                                      
##  [27] "Alexander City, AL"                            
##  [28] "Anchorage, AK"                                 
##  [29] "Fairbanks, AK"                                 
##  [30] "Juneau, AK"                                    
##  [31] "Ketchikan, AK"                                 
##  [32] "Tucson, AZ"                                    
##  [33] "Phoenix-Mesa-Scottsdale, AZ"                   
##  [34] "Prescott, AZ"                                  
##  [35] "Yuma, AZ"                                      
##  [36] "Sierra Vista-Douglas, AZ"                      
##  [37] "Flagstaff, AZ"                                 
##  [38] "Payson, AZ"                                    
##  [39] "Safford, AZ"                                   
##  [40] "Lake Havasu City-Kingman, AZ"                  
##  [41] "Show Low, AZ"                                  
##  [42] "Nogales, AZ"                                   
##  [43] "Fayetteville-Springdale-Rogers, AR-MO"         
##  [44] "Jonesboro, AR"                                 
##  [45] "Memphis, TN-MS-AR"                             
##  [46] "Little Rock-North Little Rock-Conway, AR"      
##  [47] "Hot Springs, AR"                               
##  [48] "Batesville, AR"                                
##  [49] "Pine Bluff, AR"                                
##  [50] "Texarkana, TX-AR"                              
##  [51] "Blytheville, AR"                               
##  [52] "Hope, AR"                                      
##  [53] "Harrison, AR"                                  
##  [54] "Camden, AR"                                    
##  [55] "Helena-West Helena, AR"                        
##  [56] "Fort Smith, AR-OK"                             
##  [57] "Searcy, AR"                                    
##  [58] "Forrest City, AR"                              
##  [59] "Mountain Home, AR"                             
##  [60] "Arkadelphia, AR"                               
##  [61] "El Dorado, AR"                                 
##  [62] "Paragould, AR"                                 
##  [63] "Malvern, AR"                                   
##  [64] "Russellville, AR"                              
##  [65] "Magnolia, AR"                                  
##  [66] "San Francisco-Oakland-Hayward, CA"             
##  [67] "Sacramento--Roseville--Arden-Arcade, CA"       
##  [68] "Fresno, CA"                                    
##  [69] "Chico, CA"                                     
##  [70] "Los Angeles-Long Beach-Anaheim, CA"            
##  [71] "Eureka-Arcata-Fortuna, CA"                     
##  [72] "El Centro, CA"                                 
##  [73] "Bakersfield, CA"                               
##  [74] "Hanford-Corcoran, CA"                          
##  [75] "Clearlake, CA"                                 
##  [76] "Susanville, CA"                                
##  [77] "Madera, CA"                                    
##  [78] "Ukiah, CA"                                     
##  [79] "Merced, CA"                                    
##  [80] "Salinas, CA"                                   
##  [81] "Napa, CA"                                      
##  [82] "Truckee-Grass Valley, CA"                      
##  [83] "Riverside-San Bernardino-Ontario, CA"          
##  [84] "San Diego-Carlsbad, CA"                        
##  [85] "San Jose-Sunnyvale-Santa Clara, CA"            
##  [86] "Stockton-Lodi, CA"                             
##  [87] "San Luis Obispo-Paso Robles-Arroyo Grande, CA" 
##  [88] "Santa Maria-Santa Barbara, CA"                 
##  [89] "Santa Cruz-Watsonville, CA"                    
##  [90] "Redding, CA"                                   
##  [91] "Vallejo-Fairfield, CA"                         
##  [92] "Santa Rosa, CA"                                
##  [93] "Modesto, CA"                                   
##  [94] "Yuba City, CA"                                 
##  [95] "Visalia-Porterville, CA"                       
##  [96] "Sonora, CA"                                    
##  [97] "Oxnard-Thousand Oaks-Ventura, CA"              
##  [98] "Red Bluff, CA"                                 
##  [99] "Crescent City, CA"                             
## [100] "Denver-Aurora-Lakewood, CO"                    
## [101] "Durango, CO"                                   
## [102] "Fort Collins, CO"                              
## [103] "Sterling, CO"                                  
## [104] "Grand Junction, CO"                            
## [105] "Craig, CO"                                     
## [106] "Boulder, CO"                                   
## [107] "Edwards, CO"                                   
## [108] "Colorado Springs, CO"                          
## [109] "Ca<U+00F1>on City, CO"                         
## [110] "Montrose, CO"                                  
## [111] "Fort Morgan, CO"                               
## [112] "Pueblo, CO"                                    
## [113] "Breckenridge, CO"                              
## [114] "Greeley, CO"                                   
## [115] "Glenwood Springs, CO"                          
## [116] "Steamboat Springs, CO"                         
## [117] "Bridgeport-Stamford-Norwalk, CT"               
## [118] "Hartford-West Hartford-East Hartford, CT"      
## [119] "Torrington, CT"                                
## [120] "New Haven-Milford, CT"                         
## [121] "Norwich-New London, CT"                        
## [122] "Worcester, MA-CT"                              
## [123] "Dover, DE"                                     
## [124] "Philadelphia-Camden-Wilmington, PA-NJ-DE-MD"   
## [125] "Salisbury, MD-DE"                              
## [126] "Gainesville, FL"                               
## [127] "Panama City, FL"                               
## [128] "Palm Bay-Melbourne-Titusville, FL"             
## [129] "Cape Coral-Fort Myers, FL"                     
## [130] "Tallahassee, FL"                               
## [131] "North Port-Sarasota-Bradenton, FL"             
## [132] "Miami-Fort Lauderdale-West Palm Beach, FL"     
## [133] "Punta Gorda, FL"                               
## [134] "Homosassa Springs, FL"                         
## [135] "Jacksonville, FL"                              
## [136] "Naples-Immokalee-Marco Island, FL"             
## [137] "Lake City, FL"                                 
## [138] "Pensacola-Ferry Pass-Brent, FL"                
## [139] "Deltona-Daytona Beach-Ormond Beach, FL"        
## [140] "Wauchula, FL"                                  
## [141] "Tampa-St. Petersburg-Clearwater, FL"           
## [142] "Sebring, FL"                                   
## [143] "Sebastian-Vero Beach, FL"                      
## [144] "Orlando-Kissimmee-Sanford, FL"                 
## [145] "Ocala, FL"                                     
## [146] "Port St. Lucie, FL"                            
## [147] "Key West, FL"                                  
## [148] "Crestview-Fort Walton Beach-Destin, FL"        
## [149] "Lakeland-Winter Haven, FL"                     
## [150] "The Villages, FL"                              
## [151] "Clewiston, FL"                                 
## [152] "Okeechobee, FL"                                
## [153] "Arcadia, FL"                                   
## [154] "Palatka, FL"                                   
## [155] "Atlanta-Sandy Springs-Roswell, GA"             
## [156] "Albany, GA"                                    
## [157] "Valdosta, GA"                                  
## [158] "Rome, GA"                                      
## [159] "Milledgeville, GA"                             
## [160] "Fitzgerald, GA"                                
## [161] "Macon-Bibb County, GA"                         
## [162] "Statesboro, GA"                                
## [163] "Savannah, GA"                                  
## [164] "Athens-Clarke County, GA"                      
## [165] "Moultrie, GA"                                  
## [166] "Calhoun, GA"                                   
## [167] "Gainesville, GA"                               
## [168] "Hinesville, GA"                                
## [169] "Augusta-Richmond County, GA-SC"                
## [170] "Thomasville, GA"                               
## [171] "LaGrange, GA"                                  
## [172] "Waycross, GA"                                  
## [173] "Brunswick, GA"                                 
## [174] "St. Marys, GA"                                 
## [175] "Chattanooga, TN-GA"                            
## [176] "Americus, GA"                                  
## [177] "Tifton, GA"                                    
## [178] "Cordele, GA"                                   
## [179] "Thomaston, GA"                                 
## [180] "Dalton, GA"                                    
## [181] "Warner Robins, GA"                             
## [182] "Cedartown, GA"                                 
## [183] "Dublin, GA"                                    
## [184] "Jefferson, GA"                                 
## [185] "Summerville, GA"                               
## [186] "Bainbridge, GA"                                
## [187] "Douglas, GA"                                   
## [188] "Cornelia, GA"                                  
## [189] "Vidalia, GA"                                   
## [190] "Toccoa, GA"                                    
## [191] "Jesup, GA"                                     
## [192] "Kahului-Wailuku-Lahaina, HI"                   
## [193] "Hilo, HI"                                      
## [194] "Urban Honolulu, HI"                            
## [195] "Kapaa, HI"                                     
## [196] "Boise City, ID"                                
## [197] "Pocatello, ID"                                 
## [198] "Blackfoot, ID"                                 
## [199] "Hailey, ID"                                    
## [200] "Idaho Falls, ID"                               
## [201] "Mountain Home, ID"                             
## [202] "Logan, UT-ID"                                  
## [203] "Rexburg, ID"                                   
## [204] "Coeur d'Alene, ID"                             
## [205] "Moscow, ID"                                    
## [206] "Twin Falls, ID"                                
## [207] "Burley, ID"                                    
## [208] "Lewiston, ID-WA"                               
## [209] "Sandpoint, ID"                                 
## [210] "Ontario, OR-ID"                                
## [211] "Jackson, WY-ID"                                
## [212] "Chicago-Naperville-Elgin, IL-IN-WI"            
## [213] "Bloomington, IL"                               
## [214] "Quincy, IL-MO"                                 
## [215] "Ottawa-Peru, IL"                               
## [216] "Champaign-Urbana, IL"                          
## [217] "Taylorville, IL"                               
## [218] "Charleston-Mattoon, IL"                        
## [219] "Carbondale-Marion, IL"                         
## [220] "Rockford, IL"                                  
## [221] "Canton, IL"                                    
## [222] "Davenport-Moline-Rock Island, IA-IL"           
## [223] "Kankakee, IL"                                  
## [224] "Galesburg, IL"                                 
## [225] "Lincoln, IL"                                   
## [226] "Decatur, IL"                                   
## [227] "St. Louis, MO-IL"                              
## [228] "Centralia, IL"                                 
## [229] "Springfield, IL"                               
## [230] "Rochelle, IL"                                  
## [231] "Peoria, IL"                                    
## [232] "Freeport, IL"                                  
## [233] "Danville, IL"                                  
## [234] "Sterling, IL"                                  
## [235] "Effingham, IL"                                 
## [236] "Fort Madison-Keokuk, IA-IL-MO"                 
## [237] "Paducah, KY-IL"                                
## [238] "Pontiac, IL"                                   
## [239] "Macomb, IL"                                    
## [240] "Cape Girardeau, MO-IL"                         
## [241] "Jacksonville, IL"                              
## [242] "Mount Vernon, IL"                              
## [243] "Burlington, IA-IL"                             
## [244] "Dixon, IL"                                     
## [245] "Fort Wayne, IN"                                
## [246] "Lafayette-West Lafayette, IN"                  
## [247] "Logansport, IN"                                
## [248] "Terre Haute, IN"                               
## [249] "Washington, IN"                                
## [250] "Auburn, IN"                                    
## [251] "Muncie, IN"                                    
## [252] "Elkhart-Goshen, IN"                            
## [253] "Louisville/Jefferson County, KY-IN"            
## [254] "Marion, IN"                                    
## [255] "Indianapolis-Carmel-Anderson, IN"              
## [256] "New Castle, IN"                                
## [257] "Kokomo, IN"                                    
## [258] "Seymour, IN"                                   
## [259] "Madison, IN"                                   
## [260] "Vincennes, IN"                                 
## [261] "Michigan City-La Porte, IN"                    
## [262] "Plymouth, IN"                                  
## [263] "Bloomington, IN"                               
## [264] "Kendallville, IN"                              
## [265] "South Bend-Mishawaka, IN-MI"                   
## [266] "Evansville, IN-KY"                             
## [267] "Richmond, IN"                                  
## [268] "Columbus, IN"                                  
## [269] "Frankfort, IN"                                 
## [270] "Bedford, IN"                                   
## [271] "Connersville, IN"                              
## [272] "Peru, IN"                                      
## [273] "Wabash, IN"                                    
## [274] "Huntington, IN"                                
## [275] "Warsaw, IN"                                    
## [276] "Crawfordsville, IN"                            
## [277] "Jasper, IN"                                    
## [278] "Angola, IN"                                    
## [279] "Greensburg, IN"                                
## [280] "Cincinnati, OH-KY-IN"                          
## [281] "Decatur, IN"                                   
## [282] "North Vernon, IN"                              
## [283] "Clinton, IA"                                   
## [284] "Des Moines-West Des Moines, IA"                
## [285] "Dubuque, IA"                                   
## [286] "Waterloo-Cedar Falls, IA"                      
## [287] "Newton, IA"                                    
## [288] "Iowa City, IA"                                 
## [289] "Boone, IA"                                     
## [290] "Mason City, IA"                                
## [291] "Cedar Rapids, IA"                              
## [292] "Oskaloosa, IA"                                 
## [293] "Muscatine, IA"                                 
## [294] "Omaha-Council Bluffs, NE-IA"                   
## [295] "Ames, IA"                                      
## [296] "Ottumwa, IA"                                   
## [297] "Sioux City, IA-NE-SD"                          
## [298] "Marshalltown, IA"                              
## [299] "Spirit Lake, IA"                               
## [300] "Fort Dodge, IA"                                
## [301] "Storm Lake, IA"                                
## [302] "Carroll, IA"                                   
## [303] "Spencer, IA"                                   
## [304] "Fairfield, IA"                                 
## [305] "Pella, IA"                                     
## [306] "Great Bend, KS"                                
## [307] "Wichita, KS"                                   
## [308] "Arkansas City-Winfield, KS"                    
## [309] "Pittsburg, KS"                                 
## [310] "Lawrence, KS"                                  
## [311] "Garden City, KS"                               
## [312] "Junction City, KS"                             
## [313] "Kansas City, MO-KS"                            
## [314] "Emporia, KS"                                   
## [315] "McPherson, KS"                                 
## [316] "Hutchinson, KS"                                
## [317] "Manhattan, KS"                                 
## [318] "Salina, KS"                                    
## [319] "Liberal, KS"                                   
## [320] "Topeka, KS"                                    
## [321] "Dodge City, KS"                                
## [322] "Atchison, KS"                                  
## [323] "Parsons, KS"                                   
## [324] "Coffeyville, KS"                               
## [325] "Hays, KS"                                      
## [326] "St. Joseph, MO-KS"                             
## [327] "Ottawa, KS"                                    
## [328] "Bowling Green, KY"                             
## [329] "Huntington-Ashland, WV-KY-OH"                  
## [330] "Clarksville, TN-KY"                            
## [331] "Owensboro, KY"                                 
## [332] "Lexington-Fayette, KY"                         
## [333] "Mayfield, KY"                                  
## [334] "Elizabethtown-Fort Knox, KY"                   
## [335] "Madisonville, KY"                              
## [336] "London, KY"                                    
## [337] "Richmond-Berea, KY"                            
## [338] "Mount Sterling, KY"                            
## [339] "Central City, KY"                              
## [340] "Bardstown, KY"                                 
## [341] "Campbellsville, KY"                            
## [342] "Frankfort, KY"                                 
## [343] "Glasgow, KY"                                   
## [344] "Middlesborough, KY"                            
## [345] "Somerset, KY"                                  
## [346] "Danville, KY"                                  
## [347] "Murray, KY"                                    
## [348] "Union City, TN-KY"                             
## [349] "Maysville, KY"                                 
## [350] "Lafayette, LA"                                 
## [351] "Baton Rouge, LA"                               
## [352] "DeRidder, LA"                                  
## [353] "Shreveport-Bossier City, LA"                   
## [354] "Lake Charles, LA"                              
## [355] "Alexandria, LA"                                
## [356] "New Orleans-Metairie, LA"                      
## [357] "Houma-Thibodaux, LA"                           
## [358] "Ruston, LA"                                    
## [359] "Bastrop, LA"                                   
## [360] "Natchitoches, LA"                              
## [361] "Monroe, LA"                                    
## [362] "Opelousas, LA"                                 
## [363] "Morgan City, LA"                               
## [364] "Hammond, LA"                                   
## [365] "Jennings, LA"                                  
## [366] "Fort Polk South, LA"                           
## [367] "Bogalusa, LA"                                  
## [368] "Natchez, MS-LA"                                
## [369] "Lewiston-Auburn, ME"                           
## [370] "Portland-South Portland, ME"                   
## [371] "Augusta-Waterville, ME"                        
## [372] "Bangor, ME"                                    
## [373] "Baltimore-Columbia-Towson, MD"                 
## [374] "Washington-Arlington-Alexandria, DC-VA-MD-WV"  
## [375] "Cambridge, MD"                                 
## [376] "Hagerstown-Martinsburg, MD-WV"                 
## [377] "Cumberland, MD-WV"                             
## [378] "California-Lexington Park, MD"                 
## [379] "Easton, MD"                                    
## [380] "Barnstable Town, MA"                           
## [381] "Pittsfield, MA"                                
## [382] "Providence-Warwick, RI-MA"                     
## [383] "Boston-Cambridge-Newton, MA-NH"                
## [384] "Greenfield Town, MA"                           
## [385] "Springfield, MA"                               
## [386] "Vineyard Haven, MA"                            
## [387] "Grand Rapids-Wyoming, MI"                      
## [388] "Detroit-Warren-Dearborn, MI"                   
## [389] "Adrian, MI"                                    
## [390] "Marquette, MI"                                 
## [391] "Marinette, WI-MI"                              
## [392] "Midland, MI"                                   
## [393] "Monroe, MI"                                    
## [394] "Muskegon, MI"                                  
## [395] "Saginaw, MI"                                   
## [396] "Sturgis, MI"                                   
## [397] "Owosso, MI"                                    
## [398] "Kalamazoo-Portage, MI"                         
## [399] "Ann Arbor, MI"                                 
## [400] "Holland, MI"                                   
## [401] "Bay City, MI"                                  
## [402] "Niles-Benton Harbor, MI"                       
## [403] "Battle Creek, MI"                              
## [404] "Sault Ste. Marie, MI"                          
## [405] "Lansing-East Lansing, MI"                      
## [406] "Escanaba, MI"                                  
## [407] "Flint, MI"                                     
## [408] "Traverse City, MI"                             
## [409] "Hillsdale, MI"                                 
## [410] "Mount Pleasant, MI"                            
## [411] "Jackson, MI"                                   
## [412] "Alpena, MI"                                    
## [413] "Big Rapids, MI"                                
## [414] "Houghton, MI"                                  
## [415] "Alma, MI"                                      
## [416] "Coldwater, MI"                                 
## [417] "Iron Mountain, MI-WI"                          
## [418] "Cadillac, MI"                                  
## [419] "Ionia, MI"                                     
## [420] "Ludington, MI"                                 
## [421] "Minneapolis-St. Paul-Bloomington, MN-WI"       
## [422] "Duluth, MN-WI"                                 
## [423] "St. Cloud, MN"                                 
## [424] "Rochester, MN"                                 
## [425] "Winona, MN"                                    
## [426] "Bemidji, MN"                                   
## [427] "Mankato-North Mankato, MN"                     
## [428] "New Ulm, MN"                                   
## [429] "Brainerd, MN"                                  
## [430] "Albert Lea, MN"                                
## [431] "Grand Rapids, MN"                              
## [432] "Willmar, MN"                                   
## [433] "Marshall, MN"                                  
## [434] "Austin, MN"                                    
## [435] "Fargo, ND-MN"                                  
## [436] "Red Wing, MN"                                  
## [437] "Owatonna, MN"                                  
## [438] "Fairmont, MN"                                  
## [439] "Worthington, MN"                               
## [440] "Faribault-Northfield, MN"                      
## [441] "Hutchinson, MN"                                
## [442] "Grand Forks, ND-MN"                            
## [443] "Wahpeton, ND-MN"                               
## [444] "Alexandria, MN"                                
## [445] "Fergus Falls, MN"                              
## [446] "La Crosse-Onalaska, WI-MN"                     
## [447] "Cleveland, MS"                                 
## [448] "Jackson, MS"                                   
## [449] "Hattiesburg, MS"                               
## [450] "Gulfport-Biloxi-Pascagoula, MS"                
## [451] "Meridian, MS"                                  
## [452] "Tupelo, MS"                                    
## [453] "Columbus, MS"                                  
## [454] "Picayune, MS"                                  
## [455] "Indianola, MS"                                 
## [456] "Vicksburg, MS"                                 
## [457] "Greenville, MS"                                
## [458] "Starkville, MS"                                
## [459] "Laurel, MS"                                    
## [460] "Greenwood, MS"                                 
## [461] "West Point, MS"                                
## [462] "Clarksdale, MS"                                
## [463] "Oxford, MS"                                    
## [464] "Grenada, MS"                                   
## [465] "Corinth, MS"                                   
## [466] "McComb, MS"                                    
## [467] "Brookhaven, MS"                                
## [468] "Farmington, MO"                                
## [469] "Marshall, MO"                                  
## [470] "Kirksville, MO"                                
## [471] "Sikeston, MO"                                  
## [472] "Branson, MO"                                   
## [473] "Columbia, MO"                                  
## [474] "Poplar Bluff, MO"                              
## [475] "Springfield, MO"                               
## [476] "West Plains, MO"                               
## [477] "Joplin, MO"                                    
## [478] "Hannibal, MO"                                  
## [479] "Sedalia, MO"                                   
## [480] "Moberly, MO"                                   
## [481] "Jefferson City, MO"                            
## [482] "Kennett, MO"                                   
## [483] "Mexico, MO"                                    
## [484] "Warrensburg, MO"                               
## [485] "Rolla, MO"                                     
## [486] "Lebanon, MO"                                   
## [487] "Maryville, MO"                                 
## [488] "Fort Leonard Wood, MO"                         
## [489] "Billings, MT"                                  
## [490] "Great Falls, MT"                               
## [491] "Kalispell, MT"                                 
## [492] "Bozeman, MT"                                   
## [493] "Helena, MT"                                    
## [494] "Missoula, MT"                                  
## [495] "Butte-Silver Bow, MT"                          
## [496] "Hastings, NE"                                  
## [497] "Kearney, NE"                                   
## [498] "Lexington, NE"                                 
## [499] "Fremont, NE"                                   
## [500] "Grand Island, NE"                              
## [501] "Lincoln, NE"                                   
## [502] "North Platte, NE"                              
## [503] "Norfolk, NE"                                   
## [504] "Columbus, NE"                                  
## [505] "Scottsbluff, NE"                               
## [506] "Beatrice, NE"                                  
## [507] "Fernley, NV"                                   
## [508] "Pahrump, NV"                                   
## [509] "Reno, NV"                                      
## [510] "Carson City, NV"                               
## [511] "Las Vegas-Henderson-Paradise, NV"              
## [512] "Gardnerville Ranchos, NV"                      
## [513] "Elko, NV"                                      
## [514] "Fallon, NV"                                    
## [515] "Winnemucca, NV"                                
## [516] "Laconia, NH"                                   
## [517] "Keene, NH"                                     
## [518] "Claremont-Lebanon, NH-VT"                      
## [519] "Manchester-Nashua, NH"                         
## [520] "Concord, NH"                                   
## [521] "Berlin, NH-VT"                                 
## [522] "Trenton, NJ"                                   
## [523] "New York-Newark-Jersey City, NY-NJ-PA"         
## [524] "Atlantic City-Hammonton, NJ"                   
## [525] "Ocean City, NJ"                                
## [526] "Vineland-Bridgeton, NJ"                        
## [527] "Allentown-Bethlehem-Easton, PA-NJ"             
## [528] "Albuquerque, NM"                               
## [529] "Roswell, NM"                                   
## [530] "Clovis, NM"                                    
## [531] "Las Cruces, NM"                                
## [532] "Carlsbad-Artesia, NM"                          
## [533] "Hobbs, NM"                                     
## [534] "Deming, NM"                                    
## [535] "Gallup, NM"                                    
## [536] "Alamogordo, NM"                                
## [537] "Portales, NM"                                  
## [538] "Farmington, NM"                                
## [539] "Santa Fe, NM"                                  
## [540] "Taos, NM"                                      
## [541] "Silver City, NM"                               
## [542] "Ruidoso, NM"                                   
## [543] "Grants, NM"                                    
## [544] "Espa<U+00F1>ola, NM"                           
## [545] "Las Vegas, NM"                                 
## [546] "Los Alamos, NM"                                
## [547] "Syracuse, NY"                                  
## [548] "Rochester, NY"                                 
## [549] "Amsterdam, NY"                                 
## [550] "Buffalo-Cheektowaga-Niagara Falls, NY"         
## [551] "Utica-Rome, NY"                                
## [552] "Albany-Schenectady-Troy, NY"                   
## [553] "Binghamton, NY"                                
## [554] "Auburn, NY"                                    
## [555] "Jamestown-Dunkirk-Fredonia, NY"                
## [556] "Elmira, NY"                                    
## [557] "Hudson, NY"                                    
## [558] "Ogdensburg-Massena, NY"                        
## [559] "Seneca Falls, NY"                              
## [560] "Corning, NY"                                   
## [561] "Malone, NY"                                    
## [562] "Gloversville, NY"                              
## [563] "Batavia, NY"                                   
## [564] "Watertown-Fort Drum, NY"                       
## [565] "Ithaca, NY"                                    
## [566] "Kingston, NY"                                  
## [567] "Glens Falls, NY"                               
## [568] "Olean, NY"                                     
## [569] "Plattsburgh, NY"                               
## [570] "Cortland, NY"                                  
## [571] "Oneonta, NY"                                   
## [572] "Morehead City, NC"                             
## [573] "Hickory-Lenoir-Morganton, NC"                  
## [574] "Shelby, NC"                                    
## [575] "New Bern, NC"                                  
## [576] "Fayetteville, NC"                              
## [577] "Charlotte-Concord-Gastonia, NC-SC"             
## [578] "Greensboro-High Point, NC"                     
## [579] "Roanoke Rapids, NC"                            
## [580] "Dunn, NC"                                      
## [581] "Asheville, NC"                                 
## [582] "Raleigh, NC"                                   
## [583] "Kinston, NC"                                   
## [584] "Pinehurst-Southern Pines, NC"                  
## [585] "Rocky Mount, NC"                               
## [586] "Wilmington, NC"                                
## [587] "Jacksonville, NC"                              
## [588] "Durham-Chapel Hill, NC"                        
## [589] "Greenville, NC"                                
## [590] "Rockingham, NC"                                
## [591] "Lumberton, NC"                                 
## [592] "Forest City, NC"                               
## [593] "Laurinburg, NC"                                
## [594] "Mount Airy, NC"                                
## [595] "Henderson, NC"                                 
## [596] "Goldsboro, NC"                                 
## [597] "Wilson, NC"                                    
## [598] "Burlington, NC"                                
## [599] "Washington, NC"                                
## [600] "Myrtle Beach-Conway-North Myrtle Beach, SC-NC" 
## [601] "Kill Devil Hills, NC"                          
## [602] "Winston-Salem, NC"                             
## [603] "Elizabeth City, NC"                            
## [604] "Virginia Beach-Norfolk-Newport News, VA-NC"    
## [605] "Oxford, NC"                                    
## [606] "Brevard, NC"                                   
## [607] "Albemarle, NC"                                 
## [608] "Cullowhee, NC"                                 
## [609] "Sanford, NC"                                   
## [610] "Marion, NC"                                    
## [611] "North Wilkesboro, NC"                          
## [612] "Boone, NC"                                     
## [613] "Bismarck, ND"                                  
## [614] "Williston, ND"                                 
## [615] "Dickinson, ND"                                 
## [616] "Jamestown, ND"                                 
## [617] "Minot, ND"                                     
## [618] "Lima, OH"                                      
## [619] "Wooster, OH"                                   
## [620] "Toledo, OH"                                    
## [621] "Ashtabula, OH"                                 
## [622] "Wapakoneta, OH"                                
## [623] "Wheeling, WV-OH"                               
## [624] "Urbana, OH"                                    
## [625] "Springfield, OH"                               
## [626] "Wilmington, OH"                                
## [627] "Salem, OH"                                     
## [628] "Coshocton, OH"                                 
## [629] "Bucyrus, OH"                                   
## [630] "Cleveland-Elyria, OH"                          
## [631] "Greenville, OH"                                
## [632] "Columbus, OH"                                  
## [633] "Sandusky, OH"                                  
## [634] "Washington Court House, OH"                    
## [635] "Dayton, OH"                                    
## [636] "Findlay, OH"                                   
## [637] "Norwalk, OH"                                   
## [638] "Weirton-Steubenville, WV-OH"                   
## [639] "Bellefontaine, OH"                             
## [640] "Youngstown-Warren-Boardman, OH-PA"             
## [641] "Marion, OH"                                    
## [642] "Zanesville, OH"                                
## [643] "Port Clinton, OH"                              
## [644] "Akron, OH"                                     
## [645] "Mansfield, OH"                                 
## [646] "Fremont, OH"                                   
## [647] "Portsmouth, OH"                                
## [648] "Tiffin, OH"                                    
## [649] "Sidney, OH"                                    
## [650] "Canton-Massillon, OH"                          
## [651] "New Philadelphia-Dover, OH"                    
## [652] "Marietta, OH"                                  
## [653] "Athens, OH"                                    
## [654] "Mount Vernon, OH"                              
## [655] "Van Wert, OH"                                  
## [656] "Chillicothe, OH"                               
## [657] "Celina, OH"                                    
## [658] "Cambridge, OH"                                 
## [659] "Ashland, OH"                                   
## [660] "Defiance, OH"                                  
## [661] "Point Pleasant, WV-OH"                         
## [662] "Jackson, OH"                                   
## [663] "Durant, OK"                                    
## [664] "Oklahoma City, OK"                             
## [665] "Lawton, OK"                                    
## [666] "Tulsa, OK"                                     
## [667] "Enid, OK"                                      
## [668] "Altus, OK"                                     
## [669] "Ponca City, OK"                                
## [670] "Bartlesville, OK"                              
## [671] "Woodward, OK"                                  
## [672] "Muskogee, OK"                                  
## [673] "Miami, OK"                                     
## [674] "Stillwater, OK"                                
## [675] "Ada, OK"                                       
## [676] "Duncan, OK"                                    
## [677] "Elk City, OK"                                  
## [678] "Ardmore, OK"                                   
## [679] "McAlester, OK"                                 
## [680] "Shawnee, OK"                                   
## [681] "Guymon, OK"                                    
## [682] "Tahlequah, OK"                                 
## [683] "Weatherford, OK"                               
## [684] "Corvallis, OR"                                 
## [685] "Portland-Vancouver-Hillsboro, OR-WA"           
## [686] "Astoria, OR"                                   
## [687] "Coos Bay, OR"                                  
## [688] "Brookings, OR"                                 
## [689] "Bend-Redmond, OR"                              
## [690] "Roseburg, OR"                                  
## [691] "Hood River, OR"                                
## [692] "Medford, OR"                                   
## [693] "Klamath Falls, OR"                             
## [694] "Eugene, OR"                                    
## [695] "Newport, OR"                                   
## [696] "Albany, OR"                                    
## [697] "Salem, OR"                                     
## [698] "Hermiston-Pendleton, OR"                       
## [699] "La Grande, OR"                                 
## [700] "The Dalles, OR"                                
## [701] "Grants Pass, OR"                               
## [702] "Prineville, OR"                                
## [703] "Pottsville, PA"                                
## [704] "Selinsgrove, PA"                               
## [705] "Somerset, PA"                                  
## [706] "Oil City, PA"                                  
## [707] "Warren, PA"                                    
## [708] "Pittsburgh, PA"                                
## [709] "York-Hanover, PA"                              
## [710] "Gettysburg, PA"                                
## [711] "Reading, PA"                                   
## [712] "Altoona, PA"                                   
## [713] "Sayre, PA"                                     
## [714] "Johnstown, PA"                                 
## [715] "State College, PA"                             
## [716] "DuBois, PA"                                    
## [717] "Bloomsburg-Berwick, PA"                        
## [718] "Meadville, PA"                                 
## [719] "Harrisburg-Carlisle, PA"                       
## [720] "St. Marys, PA"                                 
## [721] "Erie, PA"                                      
## [722] "Chambersburg-Waynesboro, PA"                   
## [723] "Indiana, PA"                                   
## [724] "Scranton--Wilkes-Barre--Hazleton, PA"          
## [725] "Lancaster, PA"                                 
## [726] "New Castle, PA"                                
## [727] "Lebanon, PA"                                   
## [728] "Williamsport, PA"                              
## [729] "Bradford, PA"                                  
## [730] "East Stroudsburg, PA"                          
## [731] "Sunbury, PA"                                   
## [732] "Huntingdon, PA"                                
## [733] "Lewistown, PA"                                 
## [734] "Lock Haven, PA"                                
## [735] "Lewisburg, PA"                                 
## [736] "Greenville-Anderson-Mauldin, SC"               
## [737] "Hilton Head Island-Bluffton-Beaufort, SC"      
## [738] "Charleston-North Charleston, SC"               
## [739] "Florence, SC"                                  
## [740] "Georgetown, SC"                                
## [741] "Greenwood, SC"                                 
## [742] "Columbia, SC"                                  
## [743] "Newberry, SC"                                  
## [744] "Seneca, SC"                                    
## [745] "Orangeburg, SC"                                
## [746] "Spartanburg, SC"                               
## [747] "Sumter, SC"                                    
## [748] "Gaffney, SC"                                   
## [749] "Bennettsville, SC"                             
## [750] "Huron, SD"                                     
## [751] "Watertown, SD"                                 
## [752] "Pierre, SD"                                    
## [753] "Sioux Falls, SD"                               
## [754] "Rapid City, SD"                                
## [755] "Yankton, SD"                                   
## [756] "Aberdeen, SD"                                  
## [757] "Mitchell, SD"                                  
## [758] "Brookings, SD"                                 
## [759] "Vermillion, SD"                                
## [760] "Spearfish, SD"                                 
## [761] "Kingsport-Bristol-Bristol, TN-VA"              
## [762] "Nashville-Davidson--Murfreesboro--Franklin, TN"
## [763] "Johnson City, TN"                              
## [764] "Knoxville, TN"                                 
## [765] "Cleveland, TN"                                 
## [766] "Tullahoma-Manchester, TN"                      
## [767] "Dyersburg, TN"                                 
## [768] "Greeneville, TN"                               
## [769] "Morristown, TN"                                
## [770] "Jackson, TN"                                   
## [771] "Cookeville, TN"                                
## [772] "Lewisburg, TN"                                 
## [773] "Shelbyville, TN"                               
## [774] "Brownsville, TN"                               
## [775] "Paris, TN"                                     
## [776] "Martin, TN"                                    
## [777] "Newport, TN"                                   
## [778] "Crossville, TN"                                
## [779] "Sevierville, TN"                               
## [780] "Dayton, TN"                                    
## [781] "Athens, TN"                                    
## [782] "Lawrenceburg, TN"                              
## [783] "McMinnville, TN"                               
## [784] "Houston-The Woodlands-Sugar Land, TX"          
## [785] "Dallas-Fort Worth-Arlington, TX"               
## [786] "Abilene, TX"                                   
## [787] "San Angelo, TX"                                
## [788] "Austin-Round Rock, TX"                         
## [789] "San Antonio-New Braunfels, TX"                 
## [790] "Huntsville, TX"                                
## [791] "Uvalde, TX"                                    
## [792] "Victoria, TX"                                  
## [793] "Laredo, TX"                                    
## [794] "El Campo, TX"                                  
## [795] "Wichita Falls, TX"                             
## [796] "Lufkin, TX"                                    
## [797] "Corpus Christi, TX"                            
## [798] "Killeen-Temple, TX"                            
## [799] "College Station-Bryan, TX"                     
## [800] "Brownwood, TX"                                 
## [801] "Brownsville-Harlingen, TX"                     
## [802] "Jacksonville, TX"                              
## [803] "Marshall, TX"                                  
## [804] "Athens, TX"                                    
## [805] "McAllen-Edinburg-Mission, TX"                  
## [806] "Levelland, TX"                                 
## [807] "Beaumont-Port Arthur, TX"                      
## [808] "Alice, TX"                                     
## [809] "Kerrville, TX"                                 
## [810] "Paris, TX"                                     
## [811] "Lubbock, TX"                                   
## [812] "Waco, TX"                                      
## [813] "Bay City, TX"                                  
## [814] "Eagle Pass, TX"                                
## [815] "Midland, TX"                                   
## [816] "Nacogdoches, TX"                               
## [817] "Corsicana, TX"                                 
## [818] "Mineral Wells, TX"                             
## [819] "Amarillo, TX"                                  
## [820] "Odessa, TX"                                    
## [821] "El Paso, TX"                                   
## [822] "Tyler, TX"                                     
## [823] "Stephenville, TX"                              
## [824] "Pampa, TX"                                     
## [825] "Sherman-Denison, TX"                           
## [826] "Longview, TX"                                  
## [827] "Brenham, TX"                                   
## [828] "Port Lavaca, TX"                               
## [829] "Hereford, TX"                                  
## [830] "Palestine, TX"                                 
## [831] "Gainesville, TX"                               
## [832] "Dumas, TX"                                     
## [833] "Beeville, TX"                                  
## [834] "Pecos, TX"                                     
## [835] "Bonham, TX"                                    
## [836] "Big Spring, TX"                                
## [837] "Mount Pleasant, TX"                            
## [838] "Plainview, TX"                                 
## [839] "Sulphur Springs, TX"                           
## [840] "Borger, TX"                                    
## [841] "Rio Grande City, TX"                           
## [842] "Raymondville, TX"                              
## [843] "Sweetwater, TX"                                
## [844] "Vernon, TX"                                    
## [845] "Andrews, TX"                                   
## [846] "Fredericksburg, TX"                            
## [847] "Kingsville, TX"                                
## [848] "Lamesa, TX"                                    
## [849] "Snyder, TX"                                    
## [850] "Del Rio, TX"                                   
## [851] "Zapata, TX"                                    
## [852] "Ogden-Clearfield, UT"                          
## [853] "Salt Lake City, UT"                            
## [854] "Provo-Orem, UT"                                
## [855] "St. George, UT"                                
## [856] "Price, UT"                                     
## [857] "Summit Park, UT"                               
## [858] "Cedar City, UT"                                
## [859] "Vernal, UT"                                    
## [860] "Heber, UT"                                     
## [861] "Bennington, VT"                                
## [862] "Burlington-South Burlington, VT"               
## [863] "Barre, VT"                                     
## [864] "Rutland, VT"                                   
## [865] "Winchester, VA-WV"                             
## [866] "Richmond, VA"                                  
## [867] "Blacksburg-Christiansburg-Radford, VA"         
## [868] "Roanoke, VA"                                   
## [869] "Harrisonburg, VA"                              
## [870] "Charlottesville, VA"                           
## [871] "Danville, VA"                                  
## [872] "Lynchburg, VA"                                 
## [873] "Staunton-Waynesboro, VA"                       
## [874] "Big Stone Gap, VA"                             
## [875] "Martinsville, VA"                              
## [876] "Bluefield, WV-VA"                              
## [877] "Othello, WA"                                   
## [878] "Kennewick-Richland, WA"                        
## [879] "Wenatchee, WA"                                 
## [880] "Port Angeles, WA"                              
## [881] "Longview, WA"                                  
## [882] "Moses Lake, WA"                                
## [883] "Oak Harbor, WA"                                
## [884] "Seattle-Tacoma-Bellevue, WA"                   
## [885] "Bremerton-Silverdale, WA"                      
## [886] "Ellensburg, WA"                                
## [887] "Centralia, WA"                                 
## [888] "Shelton, WA"                                   
## [889] "Spokane-Spokane Valley, WA"                    
## [890] "Mount Vernon-Anacortes, WA"                    
## [891] "Olympia-Tumwater, WA"                          
## [892] "Walla Walla, WA"                               
## [893] "Bellingham, WA"                                
## [894] "Pullman, WA"                                   
## [895] "Yakima, WA"                                    
## [896] "Aberdeen, WA"                                  
## [897] "Charleston, WV"                                
## [898] "Clarksburg, WV"                                
## [899] "Fairmont, WV"                                  
## [900] "Morgantown, WV"                                
## [901] "Beckley, WV"                                   
## [902] "Elkins, WV"                                    
## [903] "Parkersburg-Vienna, WV"                        
## [904] "Logan, WV"                                     
## [905] "Milwaukee-Waukesha-West Allis, WI"             
## [906] "Oshkosh-Neenah, WI"                            
## [907] "Green Bay, WI"                                 
## [908] "Appleton, WI"                                  
## [909] "Madison, WI"                                   
## [910] "Beaver Dam, WI"                                
## [911] "Menomonie, WI"                                 
## [912] "Eau Claire, WI"                                
## [913] "Fond du Lac, WI"                               
## [914] "Platteville, WI"                               
## [915] "Watertown-Fort Atkinson, WI"                   
## [916] "Merrill, WI"                                   
## [917] "Wausau, WI"                                    
## [918] "Racine, WI"                                    
## [919] "Janesville-Beloit, WI"                         
## [920] "Baraboo, WI"                                   
## [921] "Shawano, WI"                                   
## [922] "Sheboygan, WI"                                 
## [923] "Whitewater-Elkhorn, WI"                        
## [924] "Manitowoc, WI"                                 
## [925] "Stevens Point, WI"                             
## [926] "Wisconsin Rapids-Marshfield, WI"               
## [927] "Laramie, WY"                                   
## [928] "Gillette, WY"                                  
## [929] "Riverton, WY"                                  
## [930] "Casper, WY"                                    
## [931] "Sheridan, WY"                                  
## [932] "Cheyenne, WY"                                  
## [933] "Rock Springs, WY"                              
## [934] "Evanston, WY"

Introduction

This project aims to escribe the csba area of NYNJPA

This data set explores the census data of the New York-Newark-Jersey City CBSA. We will look at various variables such as top 5 household income and deompgraphics to see if we can gain insight into this metropolitan area.

Visualization 1

Anaylsis 1

Looking at this graph we see that a large proportion of people that live in this metropolitan area and have the top 5 household incomes are cocnetratd in the lower connecticut, new york city, northern new Jersey area. It appears as though the wealth is concentrated around and in the city but as you move away from New York City there is a much lower distribtution of peopele in the top 5 household income.

Visualization 2

## Analysis 2 ##

When we plot the data of caucsasians living this metropolitan area we see that the proportion of white prople to none white people

Visualization 3

Analysis